Pith Number

pith:KYJWOTDI

pith:2024:KYJWOTDIYUHP5WI3UVS7QIKBQV

not attested not anchored not stored refs pending

A Unified Framework for Context-Aware IoT Management and State-of-the-Art IoT Traffic Anomaly Detection

Athar Sheikh, Daniel Adu Worae, Spyridon Mastorakis

arxiv:2412.19830 v1 · 2024-12-19 · cs.NI · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KYJWOTDIYUHP5WI3UVS7QIKBQV}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

LLM-Based Threat Detection and Prevention Framework for IoT Ecosystems

Receipt and verification

First computed	2026-07-05T09:54:50.111685Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5613674c68c50efed91ba565f82141857564f3b9e8ae808df736905c678dda39

Aliases

arxiv: 2412.19830 · arxiv_version: 2412.19830v1 · doi: 10.48550/arxiv.2412.19830 · pith_short_12: KYJWOTDIYUHP · pith_short_16: KYJWOTDIYUHP5WI3 · pith_short_8: KYJWOTDI

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/KYJWOTDIYUHP5WI3UVS7QIKBQV \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 5613674c68c50efed91ba565f82141857564f3b9e8ae808df736905c678dda39

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32e656cc7db5b9275073972036cc9a37e1fcce8b006b8b1f2d4cba4182e8916f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-12-19T22:38:41Z",
    "title_canon_sha256": "82a4dc6badb8714de37a8f63c40bb6b1e9d67e894390a335432a1e74c057e0c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.19830",
    "kind": "arxiv",
    "version": 1
  }
}